{"id":"W6942396848","doi":"10.14288/1.0444799","title":"The impact of COVID-19 pandemic on the incidence and treatment of anxiety and depression among men and women : a population-based analysis","year":2024,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Incidence (geometry); Mental health; Population; Cohort study; Pandemic; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352318,0.000233976,0.0004162929,0.001403487,0.000453181,0.0008723642,0.0006678143,0.0003467985,0.002214325],"category_scores_gemma":[0.003685371,0.0002777485,0.001547121,0.002705085,0.000326635,0.0004041995,0.000898767,0.0008035639,0.0002552372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009176601,"about_ca_system_score_gemma":0.001256528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1189622,"about_ca_topic_score_gemma":0.1009931,"domain_scores_codex":[0.998818,0.0003314092,0.0001339245,0.00023837,0.0002637979,0.0002144537],"domain_scores_gemma":[0.9978999,0.000354559,0.0008762381,0.0001942375,0.0003775488,0.0002974857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008080706,0.00001567609,0.9976506,0.00003151322,0.0002607623,0.00001666424,0.00007304313,0.00005196405,0.00002588623,0.00002868458,0.000526934,0.00123743],"study_design_scores_gemma":[0.000007540365,0.00002974305,0.9986843,0.00003116278,0.0001209437,0.00003765806,0.0002804733,0.0002528173,0.00001631545,0.00001920118,0.0005164116,0.000003392184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814415,0.00218044,0.0002934875,0.0005127605,0.00003615803,0.00006010196,0.01375623,0.00001475091,0.001704619],"genre_scores_gemma":[0.9936141,0.0007476792,0.0002098095,0.0001523965,0.00004662814,0.00006222278,0.004891432,0.000006396026,0.0002693327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189622,"threshold_uncertainty_score":0.2365396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137218148659524,"score_gpt":0.2095705306218244,"score_spread":0.1981983491352292,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}